Exam NCA-AIIO Topic 2 Question 63 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 63
Topic #: 2

What factors have led to significant breakthroughs in Deep Learning?

A. Advances in hardware, availability of fast internet connections, and improvements in training algorithms. B. Advances in sensors, availability of large datasets, and improvements to the "Bag of Words" algorithm. C. Advances in hardware, availability of large datasets, and improvements in training algorithms. D. Advances in smartphones, social media sites, and improvements in statistical techniques.

Suggested Answer: C Vote an answer

Deep learning breakthroughs stem from three pillars: advances in hardware (e.g., GPUs and TPUs) providing the compute power for large-scale neural networks; the availability of large datasets offering the data volume needed for training; and improvements in training algorithms (e.g., optimizers like Adam, novel architectures like Transformers) enhancing model efficiency and accuracy. While internet speed, sensors, or smartphones play roles in broader tech, they're less directly tied to deep learning's core advancements.

by Norman at Apr 29, 2026, 06:15 AM

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